Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 1330 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 386.4 KiB |
| Average record size in memory | 297.5 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 19 |
Country Name has a high cardinality: 266 distinct values | High cardinality |
Country Code has a high cardinality: 266 distinct values | High cardinality |
Current education expenditure, primary (% of total expenditure in primary public institutions) is highly overall correlated with Current education expenditure, secondary (% of total expenditure in secondary public institutions) and 4 other fields | High correlation |
Current education expenditure, secondary (% of total expenditure in secondary public institutions) is highly overall correlated with Current education expenditure, primary (% of total expenditure in primary public institutions) and 5 other fields | High correlation |
Current education expenditure, tertiary (% of total expenditure in tertiary public institutions) is highly overall correlated with Current education expenditure, primary (% of total expenditure in primary public institutions) and 5 other fields | High correlation |
Current education expenditure, total (% of total expenditure in public institutions) is highly overall correlated with Current education expenditure, primary (% of total expenditure in primary public institutions) and 5 other fields | High correlation |
Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) is highly overall correlated with Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative) and 6 other fields | High correlation |
Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative) is highly overall correlated with Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) and 6 other fields | High correlation |
Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative) is highly overall correlated with Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) and 6 other fields | High correlation |
Educational attainment, at least completed primary, population 25+ years, total (%) is highly overall correlated with Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) and 6 other fields | High correlation |
Educational attainment, at least completed short-cycle tertiary, population 25+, total (%) (cumulative) is highly overall correlated with Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) and 6 other fields | High correlation |
Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative) is highly overall correlated with Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) and 6 other fields | High correlation |
Educational attainment, at least Master's or equivalent, population 25+, total (%) (cumulative) is highly overall correlated with Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) and 6 other fields | High correlation |
Educational attainment, Doctoral or equivalent, population 25+, total (%) (cumulative) is highly overall correlated with Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) and 6 other fields | High correlation |
Expenditure on primary education (% of government expenditure on education) is highly overall correlated with Current education expenditure, primary (% of total expenditure in primary public institutions) and 5 other fields | High correlation |
Expenditure on secondary education (% of government expenditure on education) is highly overall correlated with Current education expenditure, primary (% of total expenditure in primary public institutions) and 5 other fields | High correlation |
Expenditure on tertiary education (% of government expenditure on education) is highly overall correlated with Current education expenditure, secondary (% of total expenditure in secondary public institutions) and 4 other fields | High correlation |
Government expenditure on education, total (% of GDP) is highly overall correlated with Government expenditure on education, total (% of government expenditure) | High correlation |
Government expenditure on education, total (% of government expenditure) is highly overall correlated with Government expenditure on education, total (% of GDP) | High correlation |
Year is highly overall correlated with Age | High correlation |
Age is highly overall correlated with Year | High correlation |
Year is uniformly distributed | Uniform |
Country Name is uniformly distributed | Uniform |
Country Code is uniformly distributed | Uniform |
Age is uniformly distributed | Uniform |
GDP (current $) has 50 (3.8%) zeros | Zeros |
Compulsory education, duration (years) has 115 (8.6%) zeros | Zeros |
Current education expenditure, primary (% of total expenditure in primary public institutions) has 750 (56.4%) zeros | Zeros |
Current education expenditure, secondary (% of total expenditure in secondary public institutions) has 725 (54.5%) zeros | Zeros |
Current education expenditure, tertiary (% of total expenditure in tertiary public institutions) has 745 (56.0%) zeros | Zeros |
Current education expenditure, total (% of total expenditure in public institutions) has 775 (58.3%) zeros | Zeros |
Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) has 850 (63.9%) zeros | Zeros |
Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative) has 815 (61.3%) zeros | Zeros |
Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative) has 940 (70.7%) zeros | Zeros |
Educational attainment, at least completed primary, population 25+ years, total (%) has 880 (66.2%) zeros | Zeros |
Educational attainment, at least completed short-cycle tertiary, population 25+, total (%) (cumulative) has 850 (63.9%) zeros | Zeros |
Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative) has 805 (60.5%) zeros | Zeros |
Educational attainment, at least Master's or equivalent, population 25+, total (%) (cumulative) has 870 (65.4%) zeros | Zeros |
Educational attainment, Doctoral or equivalent, population 25+, total (%) (cumulative) has 940 (70.7%) zeros | Zeros |
Expenditure on primary education (% of government expenditure on education) has 845 (63.5%) zeros | Zeros |
Expenditure on secondary education (% of government expenditure on education) has 835 (62.8%) zeros | Zeros |
Expenditure on tertiary education (% of government expenditure on education) has 800 (60.2%) zeros | Zeros |
Government expenditure on education, total (% of GDP) has 245 (18.4%) zeros | Zeros |
Government expenditure on education, total (% of government expenditure) has 245 (18.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-30 19:15:21.694905 |
|---|---|
| Analysis finished | 2023-05-30 19:16:14.943326 |
| Duration | 53.25 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Year
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 79.4 KiB |
| 2016 | |
|---|---|
| 2017 | |
| 2018 | |
| 2019 | |
| 2020 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5320 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2016 |
|---|---|
| 2nd row | 2017 |
| 3rd row | 2018 |
| 4th row | 2019 |
| 5th row | 2020 |
Common Values
| Value | Count | Frequency (%) |
| 2016 | 266 | |
| 2017 | 266 | |
| 2018 | 266 | |
| 2019 | 266 | |
| 2020 | 266 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2016 | 266 | |
| 2017 | 266 | |
| 2018 | 266 | |
| 2019 | 266 | |
| 2020 | 266 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1596 | |
| 0 | 1596 | |
| 1 | 1064 | |
| 6 | 266 | 5.0% |
| 7 | 266 | 5.0% |
| 8 | 266 | 5.0% |
| 9 | 266 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5320 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1596 | |
| 0 | 1596 | |
| 1 | 1064 | |
| 6 | 266 | 5.0% |
| 7 | 266 | 5.0% |
| 8 | 266 | 5.0% |
| 9 | 266 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5320 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 1596 | |
| 0 | 1596 | |
| 1 | 1064 | |
| 6 | 266 | 5.0% |
| 7 | 266 | 5.0% |
| 8 | 266 | 5.0% |
| 9 | 266 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5320 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 1596 | |
| 0 | 1596 | |
| 1 | 1064 | |
| 6 | 266 | 5.0% |
| 7 | 266 | 5.0% |
| 8 | 266 | 5.0% |
| 9 | 266 | 5.0% |
Country Name
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 266 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 90.3 KiB |
| Afghanistan | 5 |
|---|---|
| Norway | 5 |
| Mozambique | 5 |
| Myanmar | 5 |
| Namibia | 5 |
| Other values (261) |
Length
| Max length | 52 |
|---|---|
| Median length | 44 |
| Mean length | 12.402256 |
| Min length | 4 |
Characters and Unicode
| Total characters | 16495 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Afghanistan |
| 4th row | Afghanistan |
| 5th row | Afghanistan |
Common Values
| Value | Count | Frequency (%) |
| Afghanistan | 5 | 0.4% |
| Norway | 5 | 0.4% |
| Mozambique | 5 | 0.4% |
| Myanmar | 5 | 0.4% |
| Namibia | 5 | 0.4% |
| Nauru | 5 | 0.4% |
| Nepal | 5 | 0.4% |
| Netherlands | 5 | 0.4% |
| New Caledonia | 5 | 0.4% |
| New Zealand | 5 | 0.4% |
| Other values (256) | 1280 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 100 | 4.0% | |
| and | 60 | 2.4% |
| income | 55 | 2.2% |
| ida | 50 | 2.0% |
| africa | 45 | 1.8% |
| islands | 45 | 1.8% |
| asia | 40 | 1.6% |
| ibrd | 40 | 1.6% |
| rep | 35 | 1.4% |
| countries | 35 | 1.4% |
| Other values (310) | 2020 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1935 | 11.7% |
| i | 1295 | 7.9% |
| 1195 | 7.2% | |
| e | 1150 | 7.0% |
| n | 1110 | 6.7% |
| r | 880 | 5.3% |
| o | 785 | 4.8% |
| t | 650 | 3.9% |
| s | 600 | 3.6% |
| l | 575 | 3.5% |
| Other values (50) | 6320 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 12475 | |
| Uppercase Letter | 2365 | 14.3% |
| Space Separator | 1195 | 7.2% |
| Other Punctuation | 265 | 1.6% |
| Open Punctuation | 75 | 0.5% |
| Close Punctuation | 75 | 0.5% |
| Dash Punctuation | 45 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1935 | |
| i | 1295 | |
| e | 1150 | 9.2% |
| n | 1110 | 8.9% |
| r | 880 | 7.1% |
| o | 785 | 6.3% |
| t | 650 | 5.2% |
| s | 600 | 4.8% |
| l | 575 | 4.6% |
| d | 565 | 4.5% |
| Other values (16) | 2930 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 260 | 11.0% |
| S | 225 | 9.5% |
| I | 195 | 8.2% |
| C | 180 | 7.6% |
| B | 160 | 6.8% |
| R | 150 | 6.3% |
| M | 145 | 6.1% |
| D | 140 | 5.9% |
| E | 120 | 5.1% |
| L | 105 | 4.4% |
| Other values (15) | 685 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 100 | |
| . | 85 | |
| , | 65 | |
| ' | 10 | 3.8% |
| : | 5 | 1.9% |
Space Separator
| Value | Count | Frequency (%) |
| 1195 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 75 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 75 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 45 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14840 | |
| Common | 1655 | 10.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1935 | 13.0% |
| i | 1295 | 8.7% |
| e | 1150 | 7.7% |
| n | 1110 | 7.5% |
| r | 880 | 5.9% |
| o | 785 | 5.3% |
| t | 650 | 4.4% |
| s | 600 | 4.0% |
| l | 575 | 3.9% |
| d | 565 | 3.8% |
| Other values (41) | 5295 |
Common
| Value | Count | Frequency (%) |
| 1195 | ||
| & | 100 | 6.0% |
| . | 85 | 5.1% |
| ( | 75 | 4.5% |
| ) | 75 | 4.5% |
| , | 65 | 3.9% |
| - | 45 | 2.7% |
| ' | 10 | 0.6% |
| : | 5 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16495 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1935 | 11.7% |
| i | 1295 | 7.9% |
| 1195 | 7.2% | |
| e | 1150 | 7.0% |
| n | 1110 | 6.7% |
| r | 880 | 5.3% |
| o | 785 | 4.8% |
| t | 650 | 3.9% |
| s | 600 | 3.6% |
| l | 575 | 3.5% |
| Other values (50) | 6320 |
Country Code
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 266 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.1 KiB |
| AFG | 5 |
|---|---|
| NOR | 5 |
| MOZ | 5 |
| MMR | 5 |
| NAM | 5 |
| Other values (261) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3990 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AFG |
|---|---|
| 2nd row | AFG |
| 3rd row | AFG |
| 4th row | AFG |
| 5th row | AFG |
Common Values
| Value | Count | Frequency (%) |
| AFG | 5 | 0.4% |
| NOR | 5 | 0.4% |
| MOZ | 5 | 0.4% |
| MMR | 5 | 0.4% |
| NAM | 5 | 0.4% |
| NRU | 5 | 0.4% |
| NPL | 5 | 0.4% |
| NLD | 5 | 0.4% |
| NCL | 5 | 0.4% |
| NZL | 5 | 0.4% |
| Other values (256) | 1280 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| afg | 5 | 0.4% |
| aut | 5 | 0.4% |
| bgr | 5 | 0.4% |
| brn | 5 | 0.4% |
| afw | 5 | 0.4% |
| alb | 5 | 0.4% |
| dza | 5 | 0.4% |
| asm | 5 | 0.4% |
| and | 5 | 0.4% |
| ago | 5 | 0.4% |
| Other values (256) | 1280 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 325 | 8.1% |
| S | 290 | 7.3% |
| M | 275 | 6.9% |
| R | 260 | 6.5% |
| N | 245 | 6.1% |
| C | 230 | 5.8% |
| L | 220 | 5.5% |
| E | 210 | 5.3% |
| T | 205 | 5.1% |
| B | 200 | 5.0% |
| Other values (16) | 1530 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3990 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 325 | 8.1% |
| S | 290 | 7.3% |
| M | 275 | 6.9% |
| R | 260 | 6.5% |
| N | 245 | 6.1% |
| C | 230 | 5.8% |
| L | 220 | 5.5% |
| E | 210 | 5.3% |
| T | 205 | 5.1% |
| B | 200 | 5.0% |
| Other values (16) | 1530 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3990 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 325 | 8.1% |
| S | 290 | 7.3% |
| M | 275 | 6.9% |
| R | 260 | 6.5% |
| N | 245 | 6.1% |
| C | 230 | 5.8% |
| L | 220 | 5.5% |
| E | 210 | 5.3% |
| T | 205 | 5.1% |
| B | 200 | 5.0% |
| Other values (16) | 1530 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3990 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 325 | 8.1% |
| S | 290 | 7.3% |
| M | 275 | 6.9% |
| R | 260 | 6.5% |
| N | 245 | 6.1% |
| C | 230 | 5.8% |
| L | 220 | 5.5% |
| E | 210 | 5.3% |
| T | 205 | 5.1% |
| B | 200 | 5.0% |
| Other values (16) | 1530 |
GDP (current $)
Real number (ℝ)
| Distinct | 1272 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5833785 × 1012 |
| Minimum | 0 |
|---|---|
| Maximum | 8.7568054 × 1013 |
| Zeros | 50 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.1697726 × 108 |
| Q1 | 7.1841162 × 109 |
| median | 4.8213165 × 1010 |
| Q3 | 5.1339377 × 1011 |
| 95-th percentile | 1.9695651 × 1013 |
| Maximum | 8.7568054 × 1013 |
| Range | 8.7568054 × 1013 |
| Interquartile range (IQR) | 5.0620965 × 1011 |
Descriptive statistics
| Standard deviation | 8.9314293 × 1012 |
|---|---|
| Coefficient of variation (CV) | 3.457267 |
| Kurtosis | 34.591558 |
| Mean | 2.5833785 × 1012 |
| Median Absolute Deviation (MAD) | 4.721835 × 1010 |
| Skewness | 5.3590948 |
| Sum | 3.4358934 × 1015 |
| Variance | 7.977043 × 1025 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 50 | 3.8% |
| 1.705379935 × 1012 | 2 | 0.2% |
| 3.436593923 × 1012 | 2 | 0.2% |
| 1.563897898 × 1012 | 2 | 0.2% |
| 1.754544849 × 1012 | 2 | 0.2% |
| 1.80448233 × 1012 | 2 | 0.2% |
| 3.597252024 × 1012 | 2 | 0.2% |
| 3.34810885 × 1012 | 2 | 0.2% |
| 3.386420412 × 1012 | 2 | 0.2% |
| 2.926447614 × 1012 | 2 | 0.2% |
| Other values (1262) | 1262 |
| Value | Count | Frequency (%) |
| 0 | 50 | |
| 36547799.58 | 1 | 0.1% |
| 40619251.99 | 1 | 0.1% |
| 42588164.97 | 1 | 0.1% |
| 47271463.33 | 1 | 0.1% |
| 48855550.2 | 1 | 0.1% |
| 99723394.96 | 1 | 0.1% |
| 109359680.2 | 1 | 0.1% |
| 114626625.6 | 1 | 0.1% |
| 118724073.8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8.756805441 × 1013 | 1 | |
| 8.626760063 × 1013 | 1 | |
| 8.474697912 × 1013 | 1 | |
| 8.119329166 × 1013 | 1 | |
| 7.630505887 × 1013 | 1 | |
| 5.50456476 × 1013 | 1 | |
| 5.455747758 × 1013 | 1 | |
| 5.398312976 × 1013 | 1 | |
| 5.346907564 × 1013 | 1 | |
| 5.346107754 × 1013 | 1 |
Compulsory education, duration (years)
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.0466165 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 115 |
| Zeros (%) | 8.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 9 |
| Q3 | 11 |
| 95-th percentile | 14 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.5075013 |
|---|---|
| Coefficient of variation (CV) | 0.38771416 |
| Kurtosis | 1.5026366 |
| Mean | 9.0466165 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.1356558 |
| Sum | 12032 |
| Variance | 12.302566 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 9 | 309 | |
| 10 | 268 | |
| 12 | 134 | |
| 0 | 115 | 8.6% |
| 11 | 88 | 6.6% |
| 6 | 85 | 6.4% |
| 8 | 80 | 6.0% |
| 13 | 68 | 5.1% |
| 7 | 55 | 4.1% |
| 14 | 51 | 3.8% |
| Other values (9) | 77 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 115 | 8.6% |
| 5 | 15 | 1.1% |
| 6 | 85 | 6.4% |
| 6.5 | 5 | 0.4% |
| 7 | 55 | 4.1% |
| 8 | 80 | 6.0% |
| 8.5 | 10 | 0.8% |
| 9 | 309 | |
| 9.5 | 5 | 0.4% |
| 10 | 268 |
| Value | Count | Frequency (%) |
| 17 | 4 | 0.3% |
| 16 | 5 | 0.4% |
| 15 | 25 | 1.9% |
| 14 | 51 | 3.8% |
| 13.5 | 5 | 0.4% |
| 13 | 68 | 5.1% |
| 12 | 134 | |
| 11 | 88 | 6.6% |
| 10.5 | 3 | 0.2% |
| 10 | 268 |
Current education expenditure, primary (% of total expenditure in primary public institutions)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 438 |
|---|---|
| Distinct (%) | 32.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.015184 |
| Minimum | 0 |
|---|---|
| Maximum | 103.86063 |
| Zeros | 750 |
| Zeros (%) | 56.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 93.942703 |
| 95-th percentile | 99.997719 |
| Maximum | 103.86063 |
| Range | 103.86063 |
| Interquartile range (IQR) | 93.942703 |
Descriptive statistics
| Standard deviation | 46.789321 |
|---|---|
| Coefficient of variation (CV) | 1.1407805 |
| Kurtosis | -1.9075937 |
| Mean | 41.015184 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.27432083 |
| Sum | 54550.195 |
| Variance | 2189.2406 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 750 | |
| 100 | 47 | 3.5% |
| 95.5713501 | 5 | 0.4% |
| 99.90708923 | 5 | 0.4% |
| 80.51123047 | 5 | 0.4% |
| 88.90242004 | 5 | 0.4% |
| 99.21453094 | 5 | 0.4% |
| 95.60489655 | 5 | 0.4% |
| 98.76635742 | 5 | 0.4% |
| 95.99887085 | 5 | 0.4% |
| Other values (428) | 493 |
| Value | Count | Frequency (%) |
| 0 | 750 | |
| 73.56204987 | 1 | 0.1% |
| 73.57845306 | 1 | 0.1% |
| 75.01381683 | 1 | 0.1% |
| 75.95323944 | 1 | 0.1% |
| 77.27265167 | 1 | 0.1% |
| 77.46252441 | 1 | 0.1% |
| 78.1810379 | 1 | 0.1% |
| 78.25955963 | 1 | 0.1% |
| 79.76789093 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 103.8606262 | 1 | |
| 103.2098236 | 1 | |
| 101.9303131 | 1 | |
| 101.7783356 | 1 | |
| 101.5981598 | 1 | |
| 101.1627426 | 1 | |
| 100.9706446 | 1 | |
| 100.6938171 | 1 | |
| 100.6795654 | 1 | |
| 100.4516144 | 1 |
Current education expenditure, secondary (% of total expenditure in secondary public institutions)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 456 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.33851 |
| Minimum | 0 |
|---|---|
| Maximum | 127.12766 |
| Zeros | 725 |
| Zeros (%) | 54.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 94.196535 |
| 95-th percentile | 99.772446 |
| Maximum | 127.12766 |
| Range | 127.12766 |
| Interquartile range (IQR) | 94.196535 |
Descriptive statistics
| Standard deviation | 46.613652 |
|---|---|
| Coefficient of variation (CV) | 1.1009752 |
| Kurtosis | -1.9242983 |
| Mean | 42.33851 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.21096346 |
| Sum | 56310.219 |
| Variance | 2172.8325 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 725 | |
| 100 | 38 | 2.9% |
| 72.99436951 | 11 | 0.8% |
| 96.40006256 | 5 | 0.4% |
| 95.30285645 | 5 | 0.4% |
| 98.16947174 | 5 | 0.4% |
| 95.88538361 | 5 | 0.4% |
| 96.60491943 | 5 | 0.4% |
| 90.49446869 | 5 | 0.4% |
| 91.17585754 | 5 | 0.4% |
| Other values (446) | 521 |
| Value | Count | Frequency (%) |
| 0 | 725 | |
| 56.4992485 | 1 | 0.1% |
| 57.16712952 | 1 | 0.1% |
| 61.5271759 | 1 | 0.1% |
| 64.99433136 | 1 | 0.1% |
| 66.79857635 | 1 | 0.1% |
| 68.90793228 | 1 | 0.1% |
| 72.06997681 | 1 | 0.1% |
| 72.4487381 | 5 | 0.4% |
| 72.8215332 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 127.127655 | 1 | |
| 116.8700562 | 1 | |
| 110.0572128 | 1 | |
| 106.6124573 | 1 | |
| 105.0286064 | 1 | |
| 104.8462982 | 1 | |
| 104.5148621 | 1 | |
| 102.4231491 | 1 | |
| 102.000885 | 1 | |
| 101.657191 | 1 |
Current education expenditure, tertiary (% of total expenditure in tertiary public institutions)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 450 |
|---|---|
| Distinct (%) | 33.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.5522 |
| Minimum | 0 |
|---|---|
| Maximum | 129.46688 |
| Zeros | 745 |
| Zeros (%) | 56.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 92.245724 |
| 95-th percentile | 99.99299 |
| Maximum | 129.46688 |
| Range | 129.46688 |
| Interquartile range (IQR) | 92.245724 |
Descriptive statistics
| Standard deviation | 45.533964 |
|---|---|
| Coefficient of variation (CV) | 1.1512372 |
| Kurtosis | -1.8269889 |
| Mean | 39.5522 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3298087 |
| Sum | 52604.426 |
| Variance | 2073.3419 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 745 | |
| 100 | 48 | 3.6% |
| 94.64640045 | 6 | 0.5% |
| 84.21984863 | 5 | 0.4% |
| 89.65959167 | 5 | 0.4% |
| 90.10410309 | 5 | 0.4% |
| 41.34651947 | 5 | 0.4% |
| 99.95826721 | 5 | 0.4% |
| 92.16117859 | 5 | 0.4% |
| 91.34732819 | 5 | 0.4% |
| Other values (440) | 496 |
| Value | Count | Frequency (%) |
| 0 | 745 | |
| 18.93601036 | 1 | 0.1% |
| 24.39389038 | 1 | 0.1% |
| 27.16605949 | 1 | 0.1% |
| 31.41804504 | 1 | 0.1% |
| 35.3086319 | 1 | 0.1% |
| 36.62662125 | 1 | 0.1% |
| 41.34651947 | 5 | 0.4% |
| 45.1554842 | 1 | 0.1% |
| 45.73155212 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 129.4668827 | 1 | |
| 127.4438477 | 1 | |
| 118.1587906 | 1 | |
| 108.8737335 | 1 | |
| 108.2059708 | 1 | |
| 104.6363602 | 1 | |
| 102.2573471 | 1 | |
| 102.255572 | 1 | |
| 101.8341646 | 1 | |
| 101.5976588 | 1 |
Current education expenditure, total (% of total expenditure in public institutions)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 430 |
|---|---|
| Distinct (%) | 32.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.627441 |
| Minimum | 0 |
|---|---|
| Maximum | 123.34792 |
| Zeros | 775 |
| Zeros (%) | 58.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 92.626282 |
| 95-th percentile | 98.415104 |
| Maximum | 123.34792 |
| Range | 123.34792 |
| Interquartile range (IQR) | 92.626282 |
Descriptive statistics
| Standard deviation | 45.8491 |
|---|---|
| Coefficient of variation (CV) | 1.1869567 |
| Kurtosis | -1.8445049 |
| Mean | 38.627441 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.35935983 |
| Sum | 51374.496 |
| Variance | 2102.14 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 775 | |
| 100 | 21 | 1.6% |
| 95.5057373 | 5 | 0.4% |
| 95.05690765 | 5 | 0.4% |
| 95.80565643 | 5 | 0.4% |
| 94.37013245 | 5 | 0.4% |
| 88.18302917 | 5 | 0.4% |
| 96.52876282 | 5 | 0.4% |
| 96.93016815 | 5 | 0.4% |
| 99.30043793 | 5 | 0.4% |
| Other values (420) | 494 |
| Value | Count | Frequency (%) |
| 0 | 775 | |
| 66.11400859 | 1 | 0.1% |
| 67.95620219 | 1 | 0.1% |
| 71.01222229 | 1 | 0.1% |
| 71.03983307 | 1 | 0.1% |
| 72.01062393 | 1 | 0.1% |
| 73.29293823 | 1 | 0.1% |
| 73.76706696 | 5 | 0.4% |
| 74.55966187 | 1 | 0.1% |
| 74.65514374 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 123.3479156 | 1 | |
| 114.397377 | 1 | |
| 106.3638535 | 1 | |
| 106.013443 | 1 | |
| 105.7525558 | 1 | |
| 105.4468384 | 1 | |
| 103.5287857 | 1 | |
| 103.0929947 | 1 | |
| 101.3510462 | 1 | |
| 101.3505211 | 1 |
Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 337 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8115108 |
| Minimum | 0 |
|---|---|
| Maximum | 51.611785 |
| Zeros | 850 |
| Zeros (%) | 63.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 12.012961 |
| 95-th percentile | 31.108379 |
| Maximum | 51.611785 |
| Range | 51.611785 |
| Interquartile range (IQR) | 12.012961 |
Descriptive statistics
| Standard deviation | 10.930021 |
|---|---|
| Coefficient of variation (CV) | 1.6046398 |
| Kurtosis | 0.71505003 |
| Mean | 6.8115108 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4042664 |
| Sum | 9059.3094 |
| Variance | 119.46537 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 30.16695023 | 5 | 0.4% |
| 18.17661095 | 5 | 0.4% |
| 6.207419872 | 5 | 0.4% |
| 4.322020054 | 5 | 0.4% |
| 5.168910027 | 5 | 0.4% |
| 30.84650993 | 5 | 0.4% |
| 18.12311935 | 5 | 0.4% |
| 3.477180004 | 5 | 0.4% |
| 16.54598045 | 5 | 0.4% |
| Other values (327) | 435 |
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 0.9086199999 | 5 | 0.4% |
| 1.559839964 | 1 | 0.1% |
| 1.567257464 | 1 | 0.1% |
| 1.582092464 | 1 | 0.1% |
| 1.589509964 | 1 | 0.1% |
| 1.827520013 | 5 | 0.4% |
| 2.146270037 | 5 | 0.4% |
| 2.248359919 | 1 | 0.1% |
| 2.755000114 | 5 | 0.4% |
| Value | Count | Frequency (%) |
| 51.61178462 | 1 | |
| 47.29302979 | 1 | |
| 46.63145828 | 1 | |
| 46.56201172 | 1 | |
| 38.1034584 | 1 | |
| 37.52428818 | 1 | |
| 37.27647018 | 1 | |
| 37.0632267 | 1 | |
| 36.61830902 | 1 | |
| 36.50313854 | 1 |
Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 344 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.627496 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 815 |
| Zeros (%) | 61.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 66.098536 |
| 95-th percentile | 97.800657 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 66.098536 |
Descriptive statistics
| Standard deviation | 38.104371 |
|---|---|
| Coefficient of variation (CV) | 1.3792191 |
| Kurtosis | -1.0608171 |
| Mean | 27.627496 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.83459416 |
| Sum | 36744.569 |
| Variance | 1451.9431 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 815 | |
| 32.29368973 | 5 | 0.4% |
| 73.3394165 | 5 | 0.4% |
| 99.23863983 | 5 | 0.4% |
| 99.45867157 | 5 | 0.4% |
| 82.19438171 | 5 | 0.4% |
| 86.16110229 | 5 | 0.4% |
| 69.83145905 | 5 | 0.4% |
| 12.62919998 | 5 | 0.4% |
| 100 | 5 | 0.4% |
| Other values (334) | 470 |
| Value | Count | Frequency (%) |
| 0 | 815 | |
| 7.794980049 | 1 | 0.1% |
| 8.741460085 | 1 | 0.1% |
| 9.275939941 | 5 | 0.4% |
| 10.04080963 | 1 | 0.1% |
| 10.63442016 | 1 | 0.1% |
| 11.58090019 | 1 | 0.1% |
| 12.62919998 | 5 | 0.4% |
| 12.67080021 | 5 | 0.4% |
| 13.40441036 | 5 | 0.4% |
| Value | Count | Frequency (%) |
| 100 | 5 | |
| 99.92174784 | 1 | 0.1% |
| 99.91719055 | 1 | 0.1% |
| 99.90807597 | 1 | 0.1% |
| 99.90486908 | 1 | 0.1% |
| 99.90351868 | 1 | 0.1% |
| 99.82791901 | 1 | 0.1% |
| 99.81135559 | 1 | 0.1% |
| 99.80963135 | 1 | 0.1% |
| 99.8079071 | 1 | 0.1% |
Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 263 |
|---|---|
| Distinct (%) | 19.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8826777 |
| Minimum | -1.8855948 |
|---|---|
| Maximum | 79.020271 |
| Zeros | 940 |
| Zeros (%) | 70.7% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | -1.8855948 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 14.422395 |
| 95-th percentile | 46.538183 |
| Maximum | 79.020271 |
| Range | 80.905866 |
| Interquartile range (IQR) | 14.422395 |
Descriptive statistics
| Standard deviation | 16.282928 |
|---|---|
| Coefficient of variation (CV) | 1.8331103 |
| Kurtosis | 2.6810571 |
| Mean | 8.8826777 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8400971 |
| Sum | 11813.961 |
| Variance | 265.13376 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 940 | |
| 73.76670074 | 5 | 0.4% |
| 54.74084854 | 5 | 0.4% |
| 11.00074005 | 5 | 0.4% |
| 31.10758972 | 5 | 0.4% |
| 3.010210037 | 5 | 0.4% |
| 60.41429901 | 5 | 0.4% |
| 22.29335022 | 5 | 0.4% |
| 20.24124908 | 5 | 0.4% |
| 22.51861954 | 5 | 0.4% |
| Other values (253) | 345 | 25.9% |
| Value | Count | Frequency (%) |
| -1.885594845 | 1 | 0.1% |
| 0 | 940 | |
| 2.611069679 | 1 | 0.1% |
| 2.919329882 | 1 | 0.1% |
| 3.010210037 | 5 | 0.4% |
| 3.174329996 | 1 | 0.1% |
| 3.42669493 | 1 | 0.1% |
| 3.540910006 | 5 | 0.4% |
| 4.14662981 | 1 | 0.1% |
| 4.441425025 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 79.0202713 | 5 | |
| 73.76670074 | 5 | |
| 60.43206453 | 1 | 0.1% |
| 60.41429901 | 5 | |
| 59.23622894 | 1 | 0.1% |
| 58.99442291 | 1 | 0.1% |
| 58.73769506 | 1 | 0.1% |
| 58.03812027 | 1 | 0.1% |
| 57.63240814 | 1 | 0.1% |
| 57.24990082 | 1 | 0.1% |
Educational attainment, at least completed primary, population 25+ years, total (%)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 287 |
|---|---|
| Distinct (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.086369 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 880 |
| Zeros (%) | 66.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 81.371742 |
| 95-th percentile | 99.708449 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 81.371742 |
Descriptive statistics
| Standard deviation | 41.381504 |
|---|---|
| Coefficient of variation (CV) | 1.4733661 |
| Kurtosis | -1.1064027 |
| Mean | 28.086369 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8861195 |
| Sum | 37354.871 |
| Variance | 1712.4289 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 880 | |
| 100 | 25 | 1.9% |
| 14.70870018 | 5 | 0.4% |
| 87.53704071 | 5 | 0.4% |
| 63.55963135 | 5 | 0.4% |
| 99.39974976 | 5 | 0.4% |
| 71.22396088 | 5 | 0.4% |
| 99.77649689 | 5 | 0.4% |
| 99.78427124 | 5 | 0.4% |
| 50.80500031 | 5 | 0.4% |
| Other values (277) | 385 |
| Value | Count | Frequency (%) |
| 0 | 880 | |
| 12.82666969 | 1 | 0.1% |
| 12.87027979 | 1 | 0.1% |
| 12.95749998 | 1 | 0.1% |
| 13.00111008 | 1 | 0.1% |
| 14.70870018 | 5 | 0.4% |
| 15.61793995 | 1 | 0.1% |
| 17.99702072 | 5 | 0.4% |
| 18.58679962 | 5 | 0.4% |
| 21.92161942 | 5 | 0.4% |
| Value | Count | Frequency (%) |
| 100 | 25 | |
| 99.99059296 | 5 | 0.4% |
| 99.94062042 | 5 | 0.4% |
| 99.87837982 | 1 | 0.1% |
| 99.86890411 | 1 | 0.1% |
| 99.86148071 | 1 | 0.1% |
| 99.85405731 | 1 | 0.1% |
| 99.83921051 | 1 | 0.1% |
| 99.80889893 | 1 | 0.1% |
| 99.80570221 | 1 | 0.1% |
Educational attainment, at least completed short-cycle tertiary, population 25+, total (%) (cumulative)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 333 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8565652 |
| Minimum | 0 |
|---|---|
| Maximum | 73.910278 |
| Zeros | 850 |
| Zeros (%) | 63.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 16.245945 |
| 95-th percentile | 38.235135 |
| Maximum | 73.910278 |
| Range | 73.910278 |
| Interquartile range (IQR) | 16.245945 |
Descriptive statistics
| Standard deviation | 14.625072 |
|---|---|
| Coefficient of variation (CV) | 1.6513255 |
| Kurtosis | 2.385755 |
| Mean | 8.8565652 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6867226 |
| Sum | 11779.232 |
| Variance | 213.89273 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 6.167900085 | 5 | 0.4% |
| 73.91027832 | 5 | 0.4% |
| 16.56500053 | 5 | 0.4% |
| 36.65642166 | 5 | 0.4% |
| 23.06212044 | 5 | 0.4% |
| 4.505449772 | 5 | 0.4% |
| 5.168910027 | 5 | 0.4% |
| 21.97097969 | 5 | 0.4% |
| 40.81063843 | 5 | 0.4% |
| Other values (323) | 435 |
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 1.635550022 | 5 | 0.4% |
| 1.974159956 | 5 | 0.4% |
| 2.057670116 | 1 | 0.1% |
| 2.136135101 | 1 | 0.1% |
| 2.293065071 | 1 | 0.1% |
| 2.371530056 | 1 | 0.1% |
| 2.611069679 | 1 | 0.1% |
| 2.675699949 | 5 | 0.4% |
| 2.811320066 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 73.91027832 | 5 | |
| 71.40196482 | 1 | 0.1% |
| 69.17845154 | 1 | 0.1% |
| 64.73142497 | 1 | 0.1% |
| 63.89017105 | 1 | 0.1% |
| 62.50791168 | 1 | 0.1% |
| 60.68957901 | 5 | |
| 57.40023422 | 1 | 0.1% |
| 51.78467178 | 1 | 0.1% |
| 51.76514816 | 1 | 0.1% |
Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 366 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.288363 |
| Minimum | 0 |
|---|---|
| Maximum | 98.04685 |
| Zeros | 805 |
| Zeros (%) | 60.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 47.349689 |
| 95-th percentile | 86.275309 |
| Maximum | 98.04685 |
| Range | 98.04685 |
| Interquartile range (IQR) | 47.349689 |
Descriptive statistics
| Standard deviation | 31.751554 |
|---|---|
| Coefficient of variation (CV) | 1.4245799 |
| Kurtosis | -0.60212377 |
| Mean | 22.288363 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.0016237 |
| Sum | 29643.523 |
| Variance | 1008.1612 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 805 | |
| 67.15647125 | 5 | 0.4% |
| 97.3997879 | 5 | 0.4% |
| 52.4560318 | 5 | 0.4% |
| 70.77677155 | 5 | 0.4% |
| 48.38576889 | 5 | 0.4% |
| 7.3884902 | 5 | 0.4% |
| 24.01808929 | 5 | 0.4% |
| 44.55635834 | 5 | 0.4% |
| 48.59965897 | 5 | 0.4% |
| Other values (356) | 480 |
| Value | Count | Frequency (%) |
| 0 | 805 | |
| 5.408860207 | 1 | 0.1% |
| 5.466910124 | 1 | 0.1% |
| 5.583009958 | 1 | 0.1% |
| 5.59581995 | 5 | 0.4% |
| 5.641059875 | 1 | 0.1% |
| 6.152450085 | 5 | 0.4% |
| 6.184103012 | 1 | 0.1% |
| 7.118770123 | 1 | 0.1% |
| 7.3884902 | 5 | 0.4% |
| Value | Count | Frequency (%) |
| 98.04684957 | 1 | 0.1% |
| 97.3997879 | 5 | |
| 96.67629242 | 1 | 0.1% |
| 96.14924622 | 1 | 0.1% |
| 94.73780823 | 5 | |
| 93.93517812 | 1 | 0.1% |
| 93.45079041 | 1 | 0.1% |
| 92.5988973 | 1 | 0.1% |
| 92.56462097 | 1 | 0.1% |
| 92.49629974 | 1 | 0.1% |
Educational attainment, at least Master's or equivalent, population 25+, total (%) (cumulative)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 309 |
|---|---|
| Distinct (%) | 23.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2840532 |
| Minimum | 0 |
|---|---|
| Maximum | 28.15081 |
| Zeros | 870 |
| Zeros (%) | 65.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.5148799 |
| 95-th percentile | 13.870273 |
| Maximum | 28.15081 |
| Range | 28.15081 |
| Interquartile range (IQR) | 1.5148799 |
Descriptive statistics
| Standard deviation | 4.9022631 |
|---|---|
| Coefficient of variation (CV) | 2.1462999 |
| Kurtosis | 5.1463978 |
| Mean | 2.2840532 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3931913 |
| Sum | 3037.7908 |
| Variance | 24.032183 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 10.86900997 | 5 | 0.4% |
| 1.514879942 | 5 | 0.4% |
| 0.1320499927 | 5 | 0.4% |
| 13.94503975 | 5 | 0.4% |
| 1.197620034 | 5 | 0.4% |
| 0.6929799914 | 5 | 0.4% |
| 21.24132919 | 5 | 0.4% |
| 1.076879978 | 5 | 0.4% |
| 0.04569999874 | 5 | 0.4% |
| Other values (299) | 415 |
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 0.04569999874 | 5 | 0.4% |
| 0.08917000145 | 5 | 0.4% |
| 0.1320499927 | 5 | 0.4% |
| 0.2081699967 | 5 | 0.4% |
| 0.2606700063 | 5 | 0.4% |
| 0.2966500223 | 1 | 0.1% |
| 0.3041400015 | 5 | 0.4% |
| 0.3396100998 | 1 | 0.1% |
| 0.3908500075 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 28.15081024 | 1 | 0.1% |
| 27.14703941 | 1 | 0.1% |
| 26.95519002 | 1 | 0.1% |
| 26.35737991 | 1 | 0.1% |
| 25.7595698 | 1 | 0.1% |
| 21.89410973 | 1 | 0.1% |
| 21.24132919 | 5 | |
| 21.23752213 | 1 | 0.1% |
| 21.214269 | 1 | 0.1% |
| 20.58093452 | 1 | 0.1% |
Educational attainment, Doctoral or equivalent, population 25+, total (%) (cumulative)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 283 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17144511 |
| Minimum | 0 |
|---|---|
| Maximum | 4.0087466 |
| Zeros | 940 |
| Zeros (%) | 70.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.074110001 |
| 95-th percentile | 0.994927 |
| Maximum | 4.0087466 |
| Range | 4.0087466 |
| Interquartile range (IQR) | 0.074110001 |
Descriptive statistics
| Standard deviation | 0.41940515 |
|---|---|
| Coefficient of variation (CV) | 2.446294 |
| Kurtosis | 20.536405 |
| Mean | 0.17144511 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.8967002 |
| Sum | 228.022 |
| Variance | 0.17590068 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 940 | |
| 1.27531004 | 5 | 0.4% |
| 0.1869399995 | 5 | 0.4% |
| 0.05982000008 | 5 | 0.4% |
| 0.9462000132 | 5 | 0.4% |
| 0.02417000011 | 5 | 0.4% |
| 0.3064900041 | 5 | 0.4% |
| 0.9316099882 | 5 | 0.4% |
| 0.07462000102 | 5 | 0.4% |
| 0.008019999601 | 5 | 0.4% |
| Other values (273) | 345 | 25.9% |
| Value | Count | Frequency (%) |
| 0 | 940 | |
| 0.008019999601 | 5 | 0.4% |
| 0.01317000203 | 1 | 0.1% |
| 0.01601999998 | 5 | 0.4% |
| 0.02417000011 | 5 | 0.4% |
| 0.03674999997 | 5 | 0.4% |
| 0.03832000121 | 5 | 0.4% |
| 0.04157999903 | 1 | 0.1% |
| 0.0422774991 | 1 | 0.1% |
| 0.04367249925 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4.008746624 | 1 | |
| 3.582119942 | 1 | |
| 3.155493259 | 1 | |
| 2.982456525 | 1 | |
| 2.963419914 | 1 | |
| 2.934159994 | 1 | |
| 2.925346692 | 1 | |
| 2.906310081 | 1 | |
| 2.7557199 | 1 | |
| 2.53628993 | 1 |
Expenditure on primary education (% of government expenditure on education)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 236 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.666402 |
| Minimum | 0 |
|---|---|
| Maximum | 85.22487 |
| Zeros | 845 |
| Zeros (%) | 63.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 24.96741 |
| 95-th percentile | 43.847547 |
| Maximum | 85.22487 |
| Range | 85.22487 |
| Interquartile range (IQR) | 24.96741 |
Descriptive statistics
| Standard deviation | 17.092715 |
|---|---|
| Coefficient of variation (CV) | 1.465123 |
| Kurtosis | 0.53743006 |
| Mean | 11.666402 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.2082 |
| Sum | 15516.315 |
| Variance | 292.16089 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 845 | |
| 23.81164 | 15 | 1.1% |
| 22.21594 | 10 | 0.8% |
| 24.96741 | 10 | 0.8% |
| 26.93569 | 10 | 0.8% |
| 22.83837 | 10 | 0.8% |
| 35.87399 | 7 | 0.5% |
| 34.8408 | 6 | 0.5% |
| 30.57084 | 5 | 0.4% |
| 23.878595 | 5 | 0.4% |
| Other values (226) | 407 |
| Value | Count | Frequency (%) |
| 0 | 845 | |
| 0.56094 | 1 | 0.1% |
| 0.60938 | 1 | 0.1% |
| 0.65782 | 1 | 0.1% |
| 0.70626 | 1 | 0.1% |
| 0.7547 | 1 | 0.1% |
| 12.49516 | 5 | 0.4% |
| 12.70133 | 5 | 0.4% |
| 12.92094 | 5 | 0.4% |
| 13.23953 | 5 | 0.4% |
| Value | Count | Frequency (%) |
| 85.22487 | 1 | 0.1% |
| 82.77339 | 1 | 0.1% |
| 73.00851 | 1 | 0.1% |
| 72.21043 | 1 | 0.1% |
| 67.44895 | 1 | 0.1% |
| 67.35112 | 1 | 0.1% |
| 67.25329 | 1 | 0.1% |
| 67.15546 | 1 | 0.1% |
| 67.05763 | 1 | 0.1% |
| 64.06315 | 5 |
Expenditure on secondary education (% of government expenditure on education)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 239 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.992055 |
| Minimum | 0 |
|---|---|
| Maximum | 68.56174 |
| Zeros | 835 |
| Zeros (%) | 62.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 31.46299 |
| 95-th percentile | 42.18401 |
| Maximum | 68.56174 |
| Range | 68.56174 |
| Interquartile range (IQR) | 31.46299 |
Descriptive statistics
| Standard deviation | 18.013997 |
|---|---|
| Coefficient of variation (CV) | 1.3865395 |
| Kurtosis | -0.61366172 |
| Mean | 12.992055 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.90296624 |
| Sum | 17279.433 |
| Variance | 324.5041 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 835 | |
| 32.94466 | 15 | 1.1% |
| 50.4102 | 11 | 0.8% |
| 37.132345 | 10 | 0.8% |
| 37.31704 | 10 | 0.8% |
| 34.51418 | 10 | 0.8% |
| 35.07155 | 5 | 0.4% |
| 60.84435 | 5 | 0.4% |
| 40.94874 | 5 | 0.4% |
| 0.82897 | 5 | 0.4% |
| Other values (229) | 419 |
| Value | Count | Frequency (%) |
| 0 | 835 | |
| 0.82897 | 5 | 0.4% |
| 10.14186 | 1 | 0.1% |
| 11.98943 | 1 | 0.1% |
| 12.22592 | 1 | 0.1% |
| 13.04418 | 1 | 0.1% |
| 13.11073 | 1 | 0.1% |
| 13.14359 | 1 | 0.1% |
| 13.17728 | 1 | 0.1% |
| 13.31038 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 68.56174 | 5 | |
| 64.32827 | 5 | |
| 63.72382 | 1 | 0.1% |
| 63.08222 | 1 | 0.1% |
| 62.72406 | 1 | 0.1% |
| 62.22418 | 1 | 0.1% |
| 61.7243 | 1 | 0.1% |
| 60.84435 | 5 | |
| 53.44416 | 5 | |
| 52.82524 | 1 | 0.1% |
Expenditure on tertiary education (% of government expenditure on education)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 273 |
|---|---|
| Distinct (%) | 20.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.8951942 |
| Minimum | -25.46018 |
|---|---|
| Maximum | 59.02014 |
| Zeros | 800 |
| Zeros (%) | 60.2% |
| Negative | 6 |
| Negative (%) | 0.5% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | -25.46018 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 19.09854 |
| 95-th percentile | 26.82461 |
| Maximum | 59.02014 |
| Range | 84.48032 |
| Interquartile range (IQR) | 19.09854 |
Descriptive statistics
| Standard deviation | 11.027711 |
|---|---|
| Coefficient of variation (CV) | 1.3967625 |
| Kurtosis | -0.050723696 |
| Mean | 7.8951942 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.98374869 |
| Sum | 10500.608 |
| Variance | 121.61041 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 800 | |
| 22.84284 | 15 | 1.1% |
| 22.20075 | 11 | 0.8% |
| 19.58165 | 10 | 0.8% |
| 21.29603 | 10 | 0.8% |
| 21.79022 | 10 | 0.8% |
| 20.5208 | 10 | 0.8% |
| 21.091 | 10 | 0.8% |
| 19.09854 | 6 | 0.5% |
| 20.36758 | 6 | 0.5% |
| Other values (263) | 442 |
| Value | Count | Frequency (%) |
| -25.46018 | 1 | 0.1% |
| -7.25041 | 1 | 0.1% |
| -6.48612 | 1 | 0.1% |
| -2.69738 | 1 | 0.1% |
| -2.08906 | 1 | 0.1% |
| -1.34126 | 1 | 0.1% |
| 0 | 800 | |
| 0.00571 | 1 | 0.1% |
| 0.00574 | 1 | 0.1% |
| 0.00577 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 59.02014 | 1 | |
| 52.14544 | 1 | |
| 50.43606 | 1 | |
| 46.3553 | 1 | |
| 43.46023 | 1 | |
| 40.56516 | 1 | |
| 39.27335 | 1 | |
| 37.60704 | 1 | |
| 37.12156 | 1 | |
| 36.68386 | 2 |
Government expenditure on education, total (% of GDP)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 911 |
|---|---|
| Distinct (%) | 68.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5307426 |
| Minimum | -0.53627014 |
|---|---|
| Maximum | 13.51266 |
| Zeros | 245 |
| Zeros (%) | 18.4% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | -0.53627014 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.310265 |
| median | 3.7098849 |
| Q3 | 4.8823262 |
| 95-th percentile | 7.3243499 |
| Maximum | 13.51266 |
| Range | 14.04893 |
| Interquartile range (IQR) | 2.5720612 |
Descriptive statistics
| Standard deviation | 2.288789 |
|---|---|
| Coefficient of variation (CV) | 0.64824579 |
| Kurtosis | 0.71062527 |
| Mean | 3.5307426 |
| Median Absolute Deviation (MAD) | 1.2452325 |
| Skewness | 0.28633645 |
| Sum | 4695.8877 |
| Variance | 5.2385552 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 245 | 18.4% |
| 4.091020107 | 9 | 0.7% |
| 7.32434988 | 5 | 0.4% |
| 3.450979948 | 5 | 0.4% |
| 5.491350174 | 5 | 0.4% |
| 1.324959993 | 5 | 0.4% |
| 7.752439976 | 5 | 0.4% |
| 3.905669928 | 5 | 0.4% |
| 3.120650053 | 5 | 0.4% |
| 4.29460001 | 5 | 0.4% |
| Other values (901) | 1036 |
| Value | Count | Frequency (%) |
| -0.5362701416 | 1 | 0.1% |
| 0 | 245 | |
| 0.1274698973 | 1 | 0.1% |
| 0.7912099361 | 1 | 0.1% |
| 0.8215801716 | 1 | 0.1% |
| 1.079903364 | 1 | 0.1% |
| 1.152660012 | 1 | 0.1% |
| 1.190230012 | 1 | 0.1% |
| 1.22541666 | 1 | 0.1% |
| 1.256580075 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 13.51266003 | 1 | |
| 13.1616834 | 1 | |
| 12.41641998 | 1 | |
| 12.39466 | 1 | |
| 11.96829033 | 1 | |
| 11.08613968 | 1 | |
| 11.02855968 | 1 | |
| 10.86316013 | 1 | |
| 10.65202999 | 1 | |
| 10.5601902 | 1 |
Government expenditure on education, total (% of government expenditure)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 926 |
|---|---|
| Distinct (%) | 69.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.553664 |
| Minimum | 0 |
|---|---|
| Maximum | 46.933926 |
| Zeros | 245 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8.5644217 |
| median | 12.73095 |
| Q3 | 15.835613 |
| 95-th percentile | 21.719329 |
| Maximum | 46.933926 |
| Range | 46.933926 |
| Interquartile range (IQR) | 7.2711908 |
Descriptive statistics
| Standard deviation | 6.9105651 |
|---|---|
| Coefficient of variation (CV) | 0.59812759 |
| Kurtosis | 0.27390962 |
| Mean | 11.553664 |
| Median Absolute Deviation (MAD) | 3.397665 |
| Skewness | -0.17117577 |
| Sum | 15366.373 |
| Variance | 47.75591 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 245 | 18.4% |
| 12.73095036 | 6 | 0.5% |
| 11.44194984 | 5 | 0.4% |
| 9.385020256 | 5 | 0.4% |
| 15.34716034 | 5 | 0.4% |
| 7.773469925 | 5 | 0.4% |
| 12.75354958 | 5 | 0.4% |
| 12.40666962 | 5 | 0.4% |
| 21.36655045 | 5 | 0.4% |
| 14.15939045 | 5 | 0.4% |
| Other values (916) | 1039 |
| Value | Count | Frequency (%) |
| 0 | 245 | |
| 0.8333600163 | 1 | 0.1% |
| 0.8670300245 | 1 | 0.1% |
| 0.8838650286 | 1 | 0.1% |
| 0.9007000327 | 1 | 0.1% |
| 1.073699951 | 1 | 0.1% |
| 1.314839959 | 1 | 0.1% |
| 1.70468998 | 1 | 0.1% |
| 3.00248003 | 1 | 0.1% |
| 3.529390097 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 46.93392563 | 1 | |
| 39.24699402 | 1 | |
| 35.00582886 | 1 | |
| 34.32725143 | 1 | |
| 32.72782898 | 1 | |
| 31.56006241 | 1 | |
| 30.15142059 | 1 | |
| 30 | 1 | |
| 28.28813934 | 1 | |
| 27.54687119 | 1 |
Age
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 75.5 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1330 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 266 | |
| 1 | 266 | |
| 2 | 266 | |
| 3 | 266 | |
| 4 | 266 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 266 | |
| 1 | 266 | |
| 2 | 266 | |
| 3 | 266 | |
| 4 | 266 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 266 | |
| 1 | 266 | |
| 2 | 266 | |
| 3 | 266 | |
| 4 | 266 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1330 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 266 | |
| 1 | 266 | |
| 2 | 266 | |
| 3 | 266 | |
| 4 | 266 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1330 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 266 | |
| 1 | 266 | |
| 2 | 266 | |
| 3 | 266 | |
| 4 | 266 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1330 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 266 | |
| 1 | 266 | |
| 2 | 266 | |
| 3 | 266 | |
| 4 | 266 |
| GDP (current $) | Compulsory education, duration (years) | Current education expenditure, primary (% of total expenditure in primary public institutions) | Current education expenditure, secondary (% of total expenditure in secondary public institutions) | Current education expenditure, tertiary (% of total expenditure in tertiary public institutions) | Current education expenditure, total (% of total expenditure in public institutions) | Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) | Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative) | Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative) | Educational attainment, at least completed primary, population 25+ years, total (%) | Educational attainment, at least completed short-cycle tertiary, population 25+, total (%) (cumulative) | Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative) | Educational attainment, at least Master's or equivalent, population 25+, total (%) (cumulative) | Educational attainment, Doctoral or equivalent, population 25+, total (%) (cumulative) | Expenditure on primary education (% of government expenditure on education) | Expenditure on secondary education (% of government expenditure on education) | Expenditure on tertiary education (% of government expenditure on education) | Government expenditure on education, total (% of GDP) | Government expenditure on education, total (% of government expenditure) | Year | Age | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GDP (current $) | 1.000 | 0.191 | 0.016 | 0.069 | 0.130 | 0.118 | 0.130 | 0.123 | 0.134 | 0.089 | 0.162 | 0.155 | 0.152 | 0.196 | -0.028 | 0.071 | 0.202 | 0.163 | 0.146 | 0.000 | 0.000 |
| Compulsory education, duration (years) | 0.191 | 1.000 | 0.347 | 0.343 | 0.311 | 0.316 | 0.302 | 0.305 | 0.266 | 0.277 | 0.318 | 0.331 | 0.296 | 0.224 | 0.202 | 0.207 | 0.260 | 0.199 | 0.109 | 0.000 | 0.000 |
| Current education expenditure, primary (% of total expenditure in primary public institutions) | 0.016 | 0.347 | 1.000 | 0.901 | 0.708 | 0.774 | 0.297 | 0.315 | 0.271 | 0.296 | 0.275 | 0.301 | 0.273 | 0.215 | 0.644 | 0.539 | 0.468 | 0.307 | 0.158 | 0.000 | 0.000 |
| Current education expenditure, secondary (% of total expenditure in secondary public institutions) | 0.069 | 0.343 | 0.901 | 1.000 | 0.723 | 0.773 | 0.345 | 0.352 | 0.359 | 0.307 | 0.329 | 0.360 | 0.347 | 0.298 | 0.616 | 0.585 | 0.536 | 0.292 | 0.098 | 0.000 | 0.000 |
| Current education expenditure, tertiary (% of total expenditure in tertiary public institutions) | 0.130 | 0.311 | 0.708 | 0.723 | 1.000 | 0.814 | 0.334 | 0.299 | 0.292 | 0.268 | 0.331 | 0.349 | 0.288 | 0.276 | 0.555 | 0.529 | 0.595 | 0.297 | 0.108 | 0.000 | 0.000 |
| Current education expenditure, total (% of total expenditure in public institutions) | 0.118 | 0.316 | 0.774 | 0.773 | 0.814 | 1.000 | 0.330 | 0.333 | 0.272 | 0.311 | 0.306 | 0.335 | 0.310 | 0.271 | 0.608 | 0.566 | 0.617 | 0.349 | 0.146 | 0.000 | 0.000 |
| Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) | 0.130 | 0.302 | 0.297 | 0.345 | 0.334 | 0.330 | 1.000 | 0.871 | 0.781 | 0.801 | 0.860 | 0.917 | 0.885 | 0.813 | 0.192 | 0.239 | 0.270 | 0.200 | 0.060 | 0.000 | 0.000 |
| Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative) | 0.123 | 0.305 | 0.315 | 0.352 | 0.299 | 0.333 | 0.871 | 1.000 | 0.749 | 0.883 | 0.852 | 0.939 | 0.829 | 0.740 | 0.191 | 0.217 | 0.287 | 0.223 | 0.098 | 0.000 | 0.000 |
| Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative) | 0.134 | 0.266 | 0.271 | 0.359 | 0.292 | 0.272 | 0.781 | 0.749 | 1.000 | 0.655 | 0.754 | 0.807 | 0.719 | 0.704 | 0.204 | 0.271 | 0.307 | 0.134 | -0.030 | 0.000 | 0.000 |
| Educational attainment, at least completed primary, population 25+ years, total (%) | 0.089 | 0.277 | 0.296 | 0.307 | 0.268 | 0.311 | 0.801 | 0.883 | 0.655 | 1.000 | 0.775 | 0.826 | 0.751 | 0.662 | 0.146 | 0.195 | 0.245 | 0.176 | 0.075 | 0.000 | 0.000 |
| Educational attainment, at least completed short-cycle tertiary, population 25+, total (%) (cumulative) | 0.162 | 0.318 | 0.275 | 0.329 | 0.331 | 0.306 | 0.860 | 0.852 | 0.754 | 0.775 | 1.000 | 0.921 | 0.826 | 0.766 | 0.197 | 0.239 | 0.319 | 0.220 | 0.123 | 0.000 | 0.000 |
| Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative) | 0.155 | 0.331 | 0.301 | 0.360 | 0.349 | 0.335 | 0.917 | 0.939 | 0.807 | 0.826 | 0.921 | 1.000 | 0.874 | 0.801 | 0.205 | 0.258 | 0.329 | 0.187 | 0.065 | 0.000 | 0.000 |
| Educational attainment, at least Master's or equivalent, population 25+, total (%) (cumulative) | 0.152 | 0.296 | 0.273 | 0.347 | 0.288 | 0.310 | 0.885 | 0.829 | 0.719 | 0.751 | 0.826 | 0.874 | 1.000 | 0.876 | 0.239 | 0.247 | 0.321 | 0.221 | 0.064 | 0.000 | 0.000 |
| Educational attainment, Doctoral or equivalent, population 25+, total (%) (cumulative) | 0.196 | 0.224 | 0.215 | 0.298 | 0.276 | 0.271 | 0.813 | 0.740 | 0.704 | 0.662 | 0.766 | 0.801 | 0.876 | 1.000 | 0.199 | 0.212 | 0.294 | 0.192 | 0.008 | 0.000 | 0.000 |
| Expenditure on primary education (% of government expenditure on education) | -0.028 | 0.202 | 0.644 | 0.616 | 0.555 | 0.608 | 0.192 | 0.191 | 0.204 | 0.146 | 0.197 | 0.205 | 0.239 | 0.199 | 1.000 | 0.836 | 0.706 | 0.272 | 0.204 | 0.000 | 0.000 |
| Expenditure on secondary education (% of government expenditure on education) | 0.071 | 0.207 | 0.539 | 0.585 | 0.529 | 0.566 | 0.239 | 0.217 | 0.271 | 0.195 | 0.239 | 0.258 | 0.247 | 0.212 | 0.836 | 1.000 | 0.769 | 0.257 | 0.141 | 0.000 | 0.000 |
| Expenditure on tertiary education (% of government expenditure on education) | 0.202 | 0.260 | 0.468 | 0.536 | 0.595 | 0.617 | 0.270 | 0.287 | 0.307 | 0.245 | 0.319 | 0.329 | 0.321 | 0.294 | 0.706 | 0.769 | 1.000 | 0.308 | 0.184 | 0.000 | 0.000 |
| Government expenditure on education, total (% of GDP) | 0.163 | 0.199 | 0.307 | 0.292 | 0.297 | 0.349 | 0.200 | 0.223 | 0.134 | 0.176 | 0.220 | 0.187 | 0.221 | 0.192 | 0.272 | 0.257 | 0.308 | 1.000 | 0.616 | 0.000 | 0.000 |
| Government expenditure on education, total (% of government expenditure) | 0.146 | 0.109 | 0.158 | 0.098 | 0.108 | 0.146 | 0.060 | 0.098 | -0.030 | 0.075 | 0.123 | 0.065 | 0.064 | 0.008 | 0.204 | 0.141 | 0.184 | 0.616 | 1.000 | 0.000 | 0.000 |
| Year | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
| Age | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Year | Country Name | Country Code | GDP (current $) | Compulsory education, duration (years) | Current education expenditure, primary (% of total expenditure in primary public institutions) | Current education expenditure, secondary (% of total expenditure in secondary public institutions) | Current education expenditure, tertiary (% of total expenditure in tertiary public institutions) | Current education expenditure, total (% of total expenditure in public institutions) | Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) | Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative) | Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative) | Educational attainment, at least completed primary, population 25+ years, total (%) | Educational attainment, at least completed short-cycle tertiary, population 25+, total (%) (cumulative) | Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative) | Educational attainment, at least Master's or equivalent, population 25+, total (%) (cumulative) | Educational attainment, Doctoral or equivalent, population 25+, total (%) (cumulative) | Expenditure on primary education (% of government expenditure on education) | Expenditure on secondary education (% of government expenditure on education) | Expenditure on tertiary education (% of government expenditure on education) | Government expenditure on education, total (% of GDP) | Government expenditure on education, total (% of government expenditure) | Age | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2016 | Afghanistan | AFG | 1.811656e+10 | 9.0 | 86.345673 | 86.939697 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 43.30205 | 21.83389 | 0.0 | 3.511980 | 13.091000 | 0 |
| 1 | 2017 | Afghanistan | AFG | 1.875347e+10 | 9.0 | 88.640999 | 89.364098 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 44.19060 | 22.25369 | 0.0 | 3.373310 | 12.033200 | 1 |
| 2 | 2018 | Afghanistan | AFG | 1.805323e+10 | 9.0 | 90.936325 | 91.788498 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.07915 | 22.67349 | 0.0 | 3.199790 | 11.696060 | 2 |
| 3 | 2019 | Afghanistan | AFG | 1.879945e+10 | 9.0 | 93.231651 | 94.212898 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.96770 | 23.09329 | 0.0 | 3.213780 | 11.343770 | 3 |
| 4 | 2020 | Afghanistan | AFG | 2.011614e+10 | 9.0 | 95.526978 | 96.637299 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 46.85625 | 23.51309 | 0.0 | 3.114380 | 10.253860 | 4 |
| 5 | 2016 | Africa Eastern and Southern | AFE | 8.733549e+11 | 7.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 0.00000 | 0.0 | 4.881085 | 17.198811 | 0 |
| 6 | 2017 | Africa Eastern and Southern | AFE | 9.853557e+11 | 7.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 0.00000 | 0.0 | 5.023130 | 16.773200 | 1 |
| 7 | 2018 | Africa Eastern and Southern | AFE | 1.012853e+12 | 7.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 0.00000 | 0.0 | 4.951635 | 17.012430 | 2 |
| 8 | 2019 | Africa Eastern and Southern | AFE | 1.009910e+12 | 7.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 0.00000 | 0.0 | 4.719300 | 15.322295 | 3 |
| 9 | 2020 | Africa Eastern and Southern | AFE | 9.207923e+11 | 7.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 0.00000 | 0.0 | 4.665371 | 14.696790 | 4 |
| Year | Country Name | Country Code | GDP (current $) | Compulsory education, duration (years) | Current education expenditure, primary (% of total expenditure in primary public institutions) | Current education expenditure, secondary (% of total expenditure in secondary public institutions) | Current education expenditure, tertiary (% of total expenditure in tertiary public institutions) | Current education expenditure, total (% of total expenditure in public institutions) | Educational attainment, at least Bachelor's or equivalent, population 25+, total (%) (cumulative) | Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative) | Educational attainment, at least completed post-secondary, population 25+, total (%) (cumulative) | Educational attainment, at least completed primary, population 25+ years, total (%) | Educational attainment, at least completed short-cycle tertiary, population 25+, total (%) (cumulative) | Educational attainment, at least completed upper secondary, population 25+, total (%) (cumulative) | Educational attainment, at least Master's or equivalent, population 25+, total (%) (cumulative) | Educational attainment, Doctoral or equivalent, population 25+, total (%) (cumulative) | Expenditure on primary education (% of government expenditure on education) | Expenditure on secondary education (% of government expenditure on education) | Expenditure on tertiary education (% of government expenditure on education) | Government expenditure on education, total (% of GDP) | Government expenditure on education, total (% of government expenditure) | Age | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1320 | 2016 | Zambia | ZMB | 2.095841e+10 | 7.0 | 99.483978 | 82.612778 | 56.225471 | 92.153152 | 0.00000 | 0.000000 | 0.0 | 0.000000 | 0.00000 | 0.00000 | 0.0000 | 0.00000 | 67.44895 | 19.72515 | 12.33514 | 3.747920 | 15.402970 | 0 |
| 1321 | 2017 | Zambia | ZMB | 2.587360e+10 | 7.0 | 98.640717 | 77.341377 | 56.225471 | 92.153152 | 0.00000 | 0.000000 | 0.0 | 0.000000 | 0.00000 | 0.00000 | 0.0000 | 0.00000 | 67.35112 | 23.32998 | 8.91604 | 3.729640 | 14.881830 | 1 |
| 1322 | 2018 | Zambia | ZMB | 2.631159e+10 | 7.0 | 97.797455 | 72.069977 | 56.225471 | 92.153152 | 0.00000 | 0.000000 | 0.0 | 0.000000 | 0.00000 | 0.00000 | 0.0000 | 0.00000 | 67.25329 | 26.93481 | 5.49694 | 4.739740 | 17.012430 | 2 |
| 1323 | 2019 | Zambia | ZMB | 2.330867e+10 | 7.0 | 96.954193 | 66.798576 | 56.225471 | 92.153152 | 0.00000 | 0.000000 | 0.0 | 0.000000 | 0.00000 | 0.00000 | 0.0000 | 0.00000 | 67.15546 | 30.53964 | 2.07784 | 4.465180 | 15.291870 | 3 |
| 1324 | 2020 | Zambia | ZMB | 1.811063e+10 | 7.0 | 96.110931 | 61.527176 | 56.225471 | 92.153152 | 0.00000 | 0.000000 | 0.0 | 0.000000 | 0.00000 | 0.00000 | 0.0000 | 0.00000 | 67.05763 | 34.14447 | -1.34126 | 4.704267 | 12.378020 | 4 |
| 1325 | 2016 | Zimbabwe | ZWE | 2.054868e+10 | 7.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 3.25141 | 64.935226 | 0.0 | 82.452026 | 9.41853 | 12.26489 | 0.6215 | 0.03675 | 0.00000 | 0.00000 | 0.00000 | 5.472620 | 23.527081 | 0 |
| 1326 | 2017 | Zimbabwe | ZWE | 1.758489e+10 | 7.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 3.25141 | 64.935226 | 0.0 | 82.452026 | 9.41853 | 12.26489 | 0.6215 | 0.03675 | 0.00000 | 0.00000 | 0.00000 | 5.381060 | 20.874201 | 1 |
| 1327 | 2018 | Zimbabwe | ZWE | 1.811554e+10 | 7.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 3.25141 | 64.935226 | 0.0 | 82.452026 | 9.41853 | 12.26489 | 0.6215 | 0.03675 | 0.00000 | 0.00000 | 0.00000 | 3.587280 | 19.039841 | 2 |
| 1328 | 2019 | Zimbabwe | ZWE | 1.928429e+10 | 7.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 3.25141 | 64.935226 | 0.0 | 82.452026 | 9.41853 | 12.26489 | 0.6215 | 0.03675 | 0.00000 | 0.00000 | 0.00000 | 2.644610 | 16.796221 | 3 |
| 1329 | 2020 | Zimbabwe | ZWE | 1.805117e+10 | 7.0 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 3.25141 | 64.935226 | 0.0 | 82.452026 | 9.41853 | 12.26489 | 0.6215 | 0.03675 | 0.00000 | 0.00000 | 0.00000 | 1.701940 | 14.552601 | 4 |